Triple

T19553671
Position Surface form Disambiguated ID Type / Status
Subject Trap Muzik E489253 entity
Predicate hasPart P35 FINISHED
Object No More Talk (intro)
"No More Talk (intro)" is the opening track on T.I.’s 2003 album *Trap Muzik*, setting the tone for the project’s Southern trap sound and themes.
 E1383393 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: No More Talk (intro) | Statement: [Trap Muzik, hasPart, No More Talk (intro)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: No More Talk (intro)
Context triple: [Trap Muzik, hasPart, No More Talk (intro)]
  • A. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • B. They Gonna Talk
    "They Gonna Talk" is a popular lovers rock reggae song by Jamaican singer Beres Hammond, known for its smooth vocals and heartfelt romantic lyrics.
  • C. We Just Wanna Talk
    We Just Wanna Talk is a song by British-American singer-songwriter and filmmaker Cosmo Jarvis, known for its offbeat storytelling and genre-blending indie style.
  • D. No Long Talk
    "No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
  • E. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: No More Talk (intro)
Triple: [Trap Muzik, hasPart, No More Talk (intro)]
Generated description
"No More Talk (intro)" is the opening track on T.I.’s 2003 album *Trap Muzik*, setting the tone for the project’s Southern trap sound and themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: No More Talk (intro)
Target entity description: "No More Talk (intro)" is the opening track on T.I.’s 2003 album *Trap Muzik*, setting the tone for the project’s Southern trap sound and themes.
  • A. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • B. They Gonna Talk
    "They Gonna Talk" is a popular lovers rock reggae song by Jamaican singer Beres Hammond, known for its smooth vocals and heartfelt romantic lyrics.
  • C. We Just Wanna Talk
    We Just Wanna Talk is a song by British-American singer-songwriter and filmmaker Cosmo Jarvis, known for its offbeat storytelling and genre-blending indie style.
  • D. No Long Talk
    "No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
  • E. Big Talk
    Big Talk is a rock band fronted by The Killers drummer Ronnie Vannucci Jr., known for its melodic, guitar-driven alternative rock sound.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d3254548190828a5f7e9a851ef8 completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07577c5adc8190999227c0230dd693 completed May 15, 2026, 5:27 p.m.
NEDg Description generation batch_6a07598afe80819096b6be67b9051814 completed May 15, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_6a0759f38b5481909f5dac913206f132 completed May 15, 2026, 5:37 p.m.
Created at: April 10, 2026, 1:41 p.m.